Articles with public access mandates - Nicolas BoumalLearn more
Available somewhere: 32
Manopt, a Matlab toolbox for optimization on manifolds
N Boumal, B Mishra, PA Absil, R Sepulchre
Journal of Machine Learning Research 15, 1455--1459, 2014
Mandates: National Fund for Scientific Research, Belgium
Global rates of convergence for nonconvex optimization on manifolds
N Boumal, PA Absil, C Cartis
IMA Journal of Numerical Analysis, 2018
Mandates: US National Science Foundation, UK Natural Environment Research Council …
The non-convex Burer-Monteiro approach works on smooth semidefinite programs
N Boumal, V Voroninski, AS Bandeira
NeurIPS 2016, 2016
Mandates: US National Science Foundation
Nonconvex phase synchronization
N Boumal
SIAM Journal on Optimization 26 (4), 2355-2377, 2016
Mandates: European Commission
Tightness of the maximum likelihood semidefinite relaxation for angular synchronization
AS Bandeira, N Boumal, A Singer
Mathematical Programming 163 (1--2), 145--167, 2017
Mandates: US Department of Defense, US National Institutes of Health, National Fund …
On the low-rank approach for semidefinite programs arising in synchronization and community detection
AS Bandeira, N Boumal, V Voroninski
29th Conference on Learning Theory (COLT 2016), 2016
Mandates: US National Science Foundation, European Commission
Near-optimal bounds for phase synchronization
Y Zhong, N Boumal
SIAM Journal on Optimization 28 (2), 989--1016, 2018
Mandates: US National Science Foundation
Low-rank matrix completion via preconditioned optimization on the Grassmann manifold
N Boumal, PA Absil
Linear Algebra and its Applications 475, 200-239, 2015
Mandates: National Fund for Scientific Research, Belgium
Non-Convex Phase Retrieval from STFT Measurements
T Bendory, YC Eldar, N Boumal
IEEE Transactions on Information Theory, 2017
Mandates: US National Science Foundation, European Commission
Deterministic Guarantees for Burer‐Monteiro Factorizations of Smooth Semidefinite Programs
N Boumal, V Voroninski, AS Bandeira
Communications on Pure and Applied Mathematics 73 (3), 581-608, 2020
Mandates: US National Science Foundation
Simple algorithms for optimization on Riemannian manifolds with constraints
C Liu, N Boumal
Applied Mathematics & Optimization 82 (3), 949--981, 2020
Mandates: US National Science Foundation
Cramér-Rao bounds for synchronization of rotations
N Boumal, A Singer, PA Absil, VD Blondel
Information and Inference 3 (1), 1--39, 2014
Mandates: US National Institutes of Health, National Fund for Scientific Research, Belgium
Bispectrum inversion with application to multireference alignment
T Bendory, N Boumal, C Ma, Z Zhao, A Singer
IEEE Transactions on signal processing 66 (4), 1037-1050, 2017
Mandates: US National Science Foundation, US Department of Defense, US National …
Efficiently escaping saddle points on manifolds
C Criscitiello, N Boumal
NeurIPS 2019, 2019
Mandates: US National Science Foundation
Adaptive regularization with cubics on manifolds
N Agarwal, N Boumal, B Bullins, C Cartis
Mathematical Programming, 2020
Mandates: US National Science Foundation, UK Natural Environment Research Council
A Riemannian subgradient algorithm for economic dispatch with valve-point effect
PB Borckmans, SE Selvan, N Boumal, PA Absil
Journal of computational and applied mathematics 255, 848-866, 2014
Mandates: National Fund for Scientific Research, Belgium
Robust estimation of rotations from relative measurements by maximum likelihood
N Boumal, A Singer, PA Absil
52nd IEEE Conference on Decision and Control, 1156-1161, 2013
Mandates: National Fund for Scientific Research, Belgium
3D ab initio modeling in cryo-EM by autocorrelation analysis
E Levin, T Bendory, N Boumal, J Kileel, A Singer
2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018 …, 2018
Mandates: US National Science Foundation, US National Institutes of Health, Gordon and …
Heterogeneous multireference alignment: A single pass approach
N Boumal, T Bendory, RR Lederman, A Singer
2018 52nd Annual Conference on Information Sciences and Systems (CISS), 1-6, 2018
Mandates: US National Science Foundation, US Department of Defense, US National …
Smoothed analysis for low-rank solutions to semidefinite programs in quadratic penalty form
S Bhojanapalli, N Boumal, P Jain, P Netrapalli
Conference On Learning Theory, 3243-3270, 2018
Mandates: US National Science Foundation
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